MIP Telemetry ProtocolMSP Streaming ProtocolKafka Event BusNoSQL-first

goatai.io/mobility

Mobility Intelligence Platform

Real-time transport analytics, disruption prediction, and logistics intelligence. Operational mobility systems for infrastructure operators, fleet managers, and resilience planners.

Explore Platform View Architecture

Concurrent Connections

50K+

Nominal

Throughput

100K

frames/sec

Latency p99

<10ms

Nominal

Active Hazard Cells

148

Live

Operational Mobility Intelligence

A unified platform for real-time telemetry, media streaming, and geospatial decision support

MIP handles vehicle telemetry and control. MSP handles media ingestion and streaming. Both feed a shared event bus and intelligence layer.

Real-Time Analytics

Vehicle telemetry at sub-10ms latency. 100K+ frames per second through Kafka. Live vehicle state in Redis with sub-millisecond lookup.

Disruption Prediction

AI-driven hazard detection across mobility corridors. Route optimization avoiding active risk zones. Infrastructure impact modeling for supply chains.

Infrastructure-Aware Routing

Geospatial reasoning with real-world physical constraints. Multi-modal logistics optimization. Asset vulnerability assessment linked to terrain.

MIP & MSP — Dual Protocol Platform

Next-generation mobility intelligence architecture

MIP (Mobility Intelligence Protocol) handles telemetry and control over TCP. MSP (Mobility Streaming Protocol) handles media ingestion and streaming over UDP/TCP. Both feed a shared Kafka event bus and unified intelligence layer.

System Architecture · MIP & MSP Platform · Rev 2026-05-11

MIP & MSP Mobility Intelligence Platform Architecture

MIP Gateway

Spring Boot WebFlux + Reactor Netty

Non-blocking I/O · 50K+ concurrent connections · <1ms session lookup via Redis

Event Streaming

Kafka Cluster

100+ partitioned topics · Ordered delivery per vehicle · 7–30 day retention

Data Foundation

MongoDB + Redis + S3

Sharded MongoDB · Redis cluster for sessions · Media archive on S3/GCS

Operational Intelligence Across Mobility

Four operational domains powered by the same intelligence architecture

Each domain is a module within the unified MIP/MSP platform, sharing geospatial context, event streams, and operational decision logic.

Fleet Management

Real-time asset tracking, vehicle analytics, utilization optimization.

Vehicle location & state
Performance analytics
Fuel efficiency monitoring
Predictive maintenance

Safety & Hazards

Collision detection, weather alerts, hazard zone warnings.

Incident detection
Hazard zone alerts
Route recommendations
Event logging

Predictive Maintenance

Engine anomalies, failure risk scoring, service scheduling.

Engine health monitoring
Fault prediction
Maintenance scheduling
Parts inventory

Logistics & Routing

Route optimization, port intelligence, multi-modal integration.

Smart routing
Port operations
Supply chain visibility
Cost optimization

NoSQL-First Architecture

Eight-layer platform stack — sovereign, physics-informed, geospatially native

Each layer is independently scalable and connected via the Kafka event bus. The NoSQL-first approach eliminates relational bottlenecks at 100K+ events per second.

Devices & Simulators

MIP-1 & MSP-1 Protocols

MIP Gateway Cluster

Spring Boot WebFlux + Reactor Netty

Core

MSP Media Platform

RTMP / HLS / WebRTC · Transcoding

Event Streaming & Bus

Kafka Cluster · 100+ topics

Processing & Services

Telemetry · Alarm · Geo · Command · AI

Data & Foundation

MongoDB · Redis · S3/GCS

Core

API & Applications

REST · WebSocket · Mobile · Third-party

Smart Mobility Use Cases

Fleet · Safety · Maintenance · Hazards

NoSQL Foundation

MongoDB (Sharded)

Device profiles, telemetry events (TTL-based), media metadata
Geospatial indexing (2dsphere) for hazard zones
3+ shards for horizontal scaling

Redis Cluster

Active sessions (<1ms lookup)
Rate limiting — sliding window
Device online status (sorted set)

Kafka

Immutable event log — 7–30 day retention
100+ partitioned topics by device_id
Full replay capability

S3 / GCS

HLS video segments
Archives & backups
Audit logs

Operational Performance

Target metrics for production deployment

Steady-state operational targets under sustained load. Latency figures are p99 measured gateway-to-Kafka.

Metric

Target

Status

Gateway Throughput

100K frames/sec

Nominal

Latency — Frame RX → Kafka

<10ms p99

Nominal

MongoDB Insert Latency

<5ms p99

Nominal

Redis Hit Rate

>95%

Nominal

Kafka Consumer Lag

<1 sec

Nominal

API Response Time

<100ms p99

Nominal

Concurrent Connections

50K+

Nominal

Concurrent Media Streams

5K+

Nominal

Enterprise Integration

Multiple integration patterns for fleet partners and infrastructure operators

REST for queries and commands. WebSocket for live streams. Webhooks for event callbacks. All use the same device and telemetry data model.

REST API

Query device state, telemetry history, issue commands. Bearer-token authenticated.

GET /api/v1/devices/vehicle:VIN:12345/current
Authorization: Bearer {token}

{
  "deviceId": "vehicle:VIN:12345",
  "timestamp": "2026-05-11T22:15:30Z",
  "geoLocation": { "lat": 22.5431, "lon": 85.2745 },
  "speed": 65.3,
  "engine": { "rpm": 3200, "temp": 89.2 }
}

WebSocket Subscriptions

Real-time dashboard updates, live telemetry streams, alert subscriptions.

ws://api.mobility.goatai.io/subscribe
→ subscribe:telemetry:vehicle:VIN:12345

← {
  "type": "telemetry",
  "deviceId": "vehicle:VIN:12345",
  "ts": "2026-05-11T22:15:30Z",
  "data": { "speed": 65.3, "rpm": 3200 }
}

Webhook Callbacks

Event notifications for hazards, alerts, maintenance triggers, status changes.

POST https://partner.example.com/webhooks/mobility

{
  "event": "hazard_alert",
  "deviceId": "vehicle:VIN:12345",
  "hazardType": "flood",
  "severity": "high",
  "ts": "2026-05-11T22:15:30Z"
}

Cross-Domain Intelligence

Part of GOATAI's unified intelligence architecture

Mobility integrates with climate resilience, industrial operations, and infrastructure planning within one physics-informed system.

Climate Intelligence

Flood forecasting integration
Hazard cascade modeling
Weather-event rerouting

Industrial Intelligence

Plant operations coordination
Supply chain resilience
Asset exposure monitoring

Infrastructure

Utility systems awareness
Asset vulnerability assessment
Network interdependencies

Environmental

Ecosystem state tracking
Terrain-aware routing
Land-use intelligence

Strategic Engagement

For deployments, research collaboration, infrastructure partnerships, or domain-specific operational intelligence initiatives.

business@goatai.io